Title :
A 2D representation for analysis and coding of power quality events
Author :
Gerek, Ömer Nezih ; Ece, Dogan Gökhan
Author_Institution :
Dept. of Electr. & Electron. Eng., Anadolu Univ., Eskisehir, Turkey
Abstract :
In this work, we demonstrate examples about uses of practical image processing techniques over a new interpretation of power quality event data. Power quality event data are 1D data obtained from a real life system with three-phase RL loads, induction motors and varying mechanical loads. First, the new 2D representation is presented. Next, 2D wavelet transform based analysis and compression methods are presented. 2D wavelet transform of the 2D representation enable us to clearly detect power quality events that perturbs the normal operation waveform. Furthermore, the transform coefficients are observed to be more suitable for compression than the conventional 1D wavelet based results that could be found in the literature. Simulations are presented.
Keywords :
data compression; image coding; image representation; power supply quality; 2D representation; 2D wavelet transform based analysis; compression methods; image processing techniques; induction motors; power quality events; three-phase RL loads; varying mechanical loads; Discrete wavelet transforms; Event detection; Image generation; Induction motors; Power quality; Power system transients; Signal to noise ratio; Wavelet analysis; Wavelet packets; Wavelet transforms;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1247306